Building Real World Affordable AI Apps With Ollama Locally For Free. Leverage the Power of Local LLMs and Build FREE AI.
Sub Category
- Data Science
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Objectives
- Step-by-step video lectures: Learn at your own pace with clear and concise instruction.
- Practical hands-on exercises: Reinforce your learning with real-world projects and coding challenges.
- Downloadable resources and code: Access all the code examples and resources used in the course.
- Active Q&A forum: Get your questions answered and connect with fellow students.
- Lifetime access: Enjoy unlimited access to the course content and future updates.
- Fundamentals of LLMs: Grasp the core concepts behind Large Language Models and their transformative potential.
- Ollama Deep Dive: Learn everything about Ollama, from installation and model management to customization and advanced features.
- Hands-on Model Interaction: Explore text and vision models, understanding their unique capabilities and how to leverage them.
- Fine-Tuning & Customization: Discover how to fine-tune existing models and customize them to perfectly fit your specific needs.
- Mastering the Ollama CLI: Become proficient with the Ollama command-line interface, unlocking its full potential for efficient workflow management.
- Ollama REST API: Learn to interact with Ollama programmatically using its REST API, enabling seamless integration with other applications.
- Python Programming for Ollama: Utilize the Ollama Python library to build powerful and flexible AI applications.
- Integration with Popular Tools: Explore seamless integration with tools like Msty, LM Studio, Open Web UI, and Streamlit to enhance your development workflow.
- Advanced Techniques: Dive into advanced topics like multi-model selection and leveraging specialized models like CodeLlama.
- Building Real-World Apps: Create practical and impactful AI applications, including chatbots, content generators, and more, all running locally and free of char
Pre Requisites
- Basic Computer Literacy: You should be comfortable with using a computer, navigating file systems, installing software, and using a web browser.
- Interest in AI and LLMs: A genuine interest in the field of Artificial Intelligence and Large Language Models will greatly enhance your learning experience and motivation.
- Some Python Programming Experience.
- Basic Understanding of the Command Line/Terminal: We will be using the command line/terminal occasionally.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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